Commit Graph
2 Commits
Author SHA1 Message Date
mozempkandClaude Fable 5 5e68d30d31 swap-stack: duo config — qwen3-4b full GPU, ornith-35b pure CPU
Duo group (resident main+subagent for pi): flip VRAM to the small model.
Ornith experts never touch VRAM; its dense-on-GPU split starved qwen to
176 MiB / 5.8 t/s concurrent. After flip: qwen 43 t/s, ornith 8 t/s.
CUDA_VISIBLE_DEVICES= required for ornith — ngl 0 still allocates ~1GB
pp compute buffer on CUDA builds (OOM+segfault). Duo section in
MOE-FINDINGS.md; also snapshots prior swap-stack migration state.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-10 08:28:32 +02:00
mozempk 4ad296608b Initial commit: tuned multi-model llama.cpp stack
- 5 models: SmolLM3-3B, Gemma4-E2B/E4B, Qwen3-4B, Qwen3.5-9B
- TurboQuant image (FORCE_MMQ): +6-11% free speed on Turing GPUs
- Bigctx profiles (-nkvo KV in RAM): 2-16x context gain
- turbo2 KV: 2x smaller, benchmarked against PPL quality gate
- Per-model env files with justified parameters
- kv_quant_test.sh + cpu_ctx_test.sh benchmark scripts
- docs/FINDINGS.md: surprises, pitfalls, recommendations
- docs/ARCHITECTURE.md: compose + test script design
2026-05-06 15:56:40 +02:00